An experiment in automatic modeling an electrical drive system using fuzzy logic

IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews

Volumn 28, Issue 2, 1998, Pages 254-262

  Costa Branco, P J ^a,b   Dente, J A ^a,b  

^a IEEE   (Portugal)

^b INSTITUTO SUPERIOR TÉCNICO   (Portugal)

Author keywords

Fuzzy logic; Fuzzy systems; Learning systems; Modeling; Motion control; Pattern recognition

Indexed keywords

COMPUTER SIMULATION; DC MOTORS; FUZZY SETS; LEARNING ALGORITHMS; LEARNING SYSTEMS; MATHEMATICAL MODELS; MOTION CONTROL; PATTERN RECOGNITION; POWER CONVERTERS;

FUZZY LEARNING ALGORITHM;

ELECTRIC DRIVES;

EID: 0032072050     PISSN: 10946977     EISSN: None     Source Type: Journal    
DOI: 10.1109/5326.669562     Document Type: Article

References (12)

1. H. Akaike, "A new look at the statistical model identification," IEEE Trans. Automat. Contr., vol. AC-19, pp. 716-723, Dec. 1974.
2. J. C. Bezdek and S. K. Pal, Eds., Fuzzy Models for Pattern Recognition. New York: IEEE, 1992.
3. P. J. Costa Branco and J. A. Dente, "New approaches on structure identification of fuzzy models: Case study in an electromechanical sys-tern," in Fuzzy Logic, Neural Networks, and Evolutionary Computation (LNCS/Lecture Notes in Artificial Intelligence), T. Furuhashi and Y. Uchikawa, Eds. Berlin, Germany: Springer-Verlag, 1996, pp. 104-143 (also available as a Tech. Rep. at http://rorty.ist.utl.pt/pbranco).
4. "The application of fuzzy logic in automatic modeling electromechanical systems," Fuzzy Sets Syst., vol. 95, pp. 273-293, 1998 (also available as a Tech. Rep. at http://rorty.ist.utl.pt/pbranco).
5. J. A. Dente and J. H. Maia, "A robust position controller for a DC drive using sliding mode: Some implementation requirements," in Proc. Eur. Power Electron. Conf., EPE'91, Florence, Italy, 1992, vol. 3, pp. 553-556.
6. J. E. Jackson, A User's Guide to Principal Components. New York: Wiley, 1982.
7. W. Leonhard, Control of Electrical Drives. New York: SpringerVerlag, 1985.
8. T. Low, T. Lee, and H. Lim, "A methodology for neural network training for control of drives with nonlinearities," IEEE Trans. Ind. Electron., vol. 40, pp. 243-249, Apr. 1993.
9. M. Sugeno and K. Tanaka, "Successive identification of a fuzzy model and its applications to prediction of a complex system," Fuzzy Sets Syst., vol. 42, pp. 315-334, 1991.
10. M. Sugeno and T. Yasukawa, "A fuzzy-logic-based approach to qualitative modeling," IEEE Trans. Fuzzy Systems, vol. 1, pp. 7-31, Feb. 1993.
11. L. X. Wang, Adaptive Fuzzy Systems and Control. Englewood Cliffs, NJ: Prentice-Hall, 1995.
12. L. X. Wang and J. Mendel, "Generating fuzzy rules by learning from examples," IEEE Trans. Syst., Man, Cybern., vol. 22, pp. 1414-1427, July 1992.